Cover Image

LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ghosh, Shantanu, Syed, Rayan, Wang, Chenyu, Choudhary, Vaibhav, Li, Binxu, Poynton, Clare B., Visweswaran, Shyam, Batmanghelich, Kayhan
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
by: Ghosh, Shantanu, et al.
Published: (2024)

Semantic Consistency-Based Uncertainty Quantification for Factuality in Radiology Report Generation
by: Wang, Chenyu, et al.
Published: (2024)

Flexible Control of 3D CT Generation via Text and Semantically-Defined Segmentation Prompts
by: Dai, Weicheng, et al.
Published: (2026)

Mammo-FM: Breast-specific foundational model for Integrated Mammographic Diagnosis, Prognosis, and Reporting
by: Ghosh, Shantanu, et al.
Published: (2025)

VLM-UQBench: A Benchmark for Modality-Specific and Cross-Modality Uncertainties in Vision Language Models
by: Wang, Chenyu, et al.
Published: (2026)

Enhancing Biomedical Multi-modal Representation Learning with Multi-scale Pre-training and Perturbed Report Discrimination
by: Zhong, Xinliu, et al.
Published: (2025)

Enhancing Fine-Grained Spatial Grounding in 3D CT Report Generation via Discriminative Guidance
by: Wang, Chenyu, et al.
Published: (2026)

MedSyn: Text-guided Anatomy-aware Synthesis of High-Fidelity 3D CT Images
by: Xu, Yanwu, et al.
Published: (2023)

The Effect of Enforcing Fairness on Reshaping Explanations in Machine Learning Models
by: Anderson, Joshua Wolff, et al.
Published: (2025)

SliceLens: Fine-Grained and Grounded Error Slice Discovery for Multi-Instance Vision Tasks
by: Zhang, Wei, et al.
Published: (2025)

VLSlice: Interactive Vision-and-Language Slice Discovery
by: Slyman, Eric, et al.
Published: (2023)

LADDER: An Efficient Framework for Video Frame Interpolation
by: Shen, Tong, et al.
Published: (2024)

Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines
by: Oniani, David, et al.
Published: (2024)

VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis
by: Yan, Xinyuan, et al.
Published: (2025)

VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis
by: Xinyuan Yan, et al.
Published: (2025)

ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
by: Peng, Xurui, et al.
Published: (2025)

RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance
by: Sun, Zhicheng, et al.
Published: (2024)

Generative Foundation Model for Structured and Unstructured Electronic Health Records
by: Sivarajkumar, Sonish, et al.
Published: (2025)

Conditional outlier detection for clinical alerting
by: Hauskrecht, Milos, et al.
Published: (2026)

LADDER: Multi-objective Backdoor Attack via Evolutionary Algorithm
by: Liu, Dazhuang, et al.
Published: (2024)

Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study
by: Sivarajkumar, Sonish, et al.
Published: (2023)

Petabase-scale Papillomavirus Discovery
by: Shen, Jessica, et al.
Published: (2026)

A Human-Centered Approach to Identifying Promises, Risks, & Challenges of Text-to-Image Generative AI in Radiology
by: Morrison, Katelyn, et al.
Published: (2025)

Mitigating the Risk of Health Inequity Exacerbated by Large Language Models
by: Ji, Yuelyu, et al.
Published: (2024)

HiBug2: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging
by: Chen, Muxi, et al.
Published: (2025)

Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis
by: Nagar, Aishik, et al.
Published: (2024)

Extraction of Sleep Information from Clinical Notes of Patients with Alzheimer's Disease Using Natural Language Processing
by: Sivarajkumar, Sonish, et al.
Published: (2022)

Differences That Matter: Auditing Models for Capability Gap Discovery and Rectification
by: Liu, Qihao, et al.
Published: (2025)

When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach
by: Rathore, Vaibhav, et al.
Published: (2025)

Multimodal AI for Body Fat Estimation: Computer Vision and Anthropometry with DEXA Benchmarks
by: Aldajani, Rayan
Published: (2025)

DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers
by: Menon, Rakesh R., et al.
Published: (2024)

Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods
by: Olesen, Vincent, et al.
Published: (2024)

Beyond Vision: How Large Language Models Interpret Facial Expressions from Valence-Arousal Values
by: Mehra, Vaibhav, et al.
Published: (2025)

Automated Adversarial Discovery for Safety Classifiers
by: Lal, Yash Kumar, et al.
Published: (2024)

Error-margin Analysis for Hidden Neuron Activation Labels
by: Dalal, Abhilekha, et al.
Published: (2024)

FIND: Toward Multimodal Financial Reasoning and Question Answering for Indic Languages
by: Das, Sarmistha, et al.
Published: (2026)

Quantile Slice Sampling
by: Heiner, Matthew J., et al.
Published: (2024)

Diffusion Models Generate Images Like Painters: an Analytical Theory of Outline First, Details Later
by: Wang, Binxu, et al.
Published: (2023)

The Hidden Linear Structure in Score-Based Models and its Application
by: Wang, Binxu, et al.
Published: (2023)

OSSCAR: One-Shot Structured Pruning in Vision and Language Models with Combinatorial Optimization
by: Meng, Xiang, et al.
Published: (2024)